Michael Auli

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 137

Top Venues

Publications

Jinming Zhao, Vineel Pratap, Michael Auli
Scaling A Simple Approach to Zero-Shot Speech Recognition. CoRR (2024)
Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Scaling Speech Technology to 1, 000+ Languages. CoRR (2023)
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
Toward Joint Language Modeling for Speech Units and Text. CoRR (2023)
Alexander H. Liu, Heng-Jui Chang, Michael Auli, Wei-Ning Hsu, James R. Glass
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning. CoRR (2023)
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) (2023)
Jiachen Lian, Alexei Baevski, Wei-Ning Hsu, Michael Auli
AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations. CoRR (2023)
Alexander H. Liu, Heng-Jui Chang, Michael Auli, Wei-Ning Hsu, Jim Glass
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning. NeurIPS (2023)
Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli
Measuring the Impact of Domain Factors in Self-Supervised Pre-Training. ICASSP Workshops (2023)
Jiachen Lian, Alexei Baevski, Wei-Ning Hsu, Michael Auli
Av-Data2Vec: Self-Supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations. ASRU (2023)
Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. ICML (2023)
Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen, Ilia Kulikov, Yun Tang, Wei-Ning Hsu, Michael Auli, Juan Pino
Simple and Effective Unsupervised Speech Translation. ACL (1) (2023)
Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
Towards End-to-End Unsupervised Speech Recognition. SLT (2022)
Anuroop Sriram, Michael Auli, Alexei Baevski
Wav2Vec-Aug: Improved self-supervised training with limited data. INTERSPEECH (2022)
Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. CoRR (2022)
Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski
On-demand compute reduction with stochastic wav2vec 2.0. INTERSPEECH (2022)
Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer
Masked Autoencoders that Listen. CoRR (2022)
Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language. ICML (2022)
Qiantong Xu, Alexei Baevski, Michael Auli
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition. INTERSPEECH (2022)
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH (2022)
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson
XTREME-S: Evaluating Cross-lingual Speech Representations. CoRR (2022)
Alexander H. Liu, Cheng-I Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass
Simple and Effective Unsupervised Speech Synthesis. INTERSPEECH (2022)
Anuroop Sriram, Michael Auli, Alexei Baevski
Wav2Vec-Aug: Improved self-supervised training with limited data. CoRR (2022)
Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski
Towards End-to-end Unsupervised Speech Recognition. CoRR (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. CoRR (2022)
Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language. CoRR (2022)
Apoorv Vyas, Wei-Ning Hsu, Michael Auli, Alexei Baevski
On-demand compute reduction with stochastic wav2vec 2.0. CoRR (2022)
Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino
Unified Speech-Text Pre-training for Speech Translation and Recognition. ACL (1) (2022)
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson
XTREME-S: Evaluating Cross-lingual Speech Representations. INTERSPEECH (2022)
Alexander H. Liu, Cheng-I Jeff Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James R. Glass
Simple and Effective Unsupervised Speech Synthesis. CoRR (2022)
Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli
Measuring the Impact of Individual Domain Factors in Self-Supervised Pre-Training. CoRR (2022)
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
Improved Language Identification Through Cross-Lingual Self-Supervised Learning. ICASSP (2022)
Po-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski, Michael Auli, Wojciech Galuba, Florian Metze, Christoph Feichtenhofer
Masked Autoencoders that Listen. NeurIPS (2022)
Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen, Ilia Kulikov, Yun Tang, Wei-Ning Hsu, Michael Auli, Juan Pino
Simple and Effective Unsupervised Speech Translation. CoRR (2022)
Zhiyi Ma, Sergey Edunov, Michael Auli
A Comparison of Approaches to Document-level Machine Translation. CoRR (2021)
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR (2021)
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Self-Training and Pre-Training are Complementary for Speech Recognition. ICASSP (2021)
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
Improved Language Identification Through Cross-Lingual Self-Supervised Learning. CoRR (2021)
Changhan Wang, Anne Wu, Juan Miguel Pino, Alexei Baevski, Michael Auli, Alexis Conneau
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. CoRR (2021)
Henry Zhou, Alexei Baevski, Michael Auli
A Comparison of Discrete Latent Variable Models for Speech Representation Learning. ICASSP (2021)
Ann Lee, Michael Auli, Marc'Aurelio Ranzato
Discriminative Reranking for Neural Machine Translation. ACL/IJCNLP (1) (2021)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. NAACL-HLT (2021)
Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. ACL/IJCNLP (1) (2021)
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin
Beyond English-Centric Multilingual Machine Translation. J. Mach. Learn. Res. 22 (2021)
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Unsupervised Speech Recognition. NeurIPS (2021)
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR (2021)
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
The Source-Target Domain Mismatch Problem in Machine Translation. EACL (2021)
Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. Interspeech (2021)
Qiantong Xu, Alexei Baevski, Michael Auli
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition. CoRR (2021)
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech (2021)
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Unsupervised Speech Recognition. CoRR (2021)
Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela
Reservoir Transformers. ACL/IJCNLP (1) (2021)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-Lingual Representation Learning for Speech Recognition. Interspeech (2021)
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin
Beyond English-Centric Multilingual Machine Translation. CoRR (2020)
Jiaming Song, Lunjia Hu, Yann N. Dauphin, Michael Auli, Tengyu Ma
Robust and On-the-fly Dataset Denoising for Image Classification. CoRR (2020)
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Self-training and Pre-training are Complementary for Speech Recognition. CoRR (2020)
Alexei Baevski, Steffen Schneider, Michael Auli
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. ICLR (2020)
Shruti Bhosale, Kyra Yee, Sergey Edunov, Michael Auli
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling. WMT@EMNLP (2020)
Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. CoRR (2020)
Dario Pavllo, Christoph Feichtenhofer, Michael Auli, David Grangier
Modeling Human Motion with Quaternion-Based Neural Networks. Int. J. Comput. Vis. 128 (4) (2020)
Jiaming Song, Yann N. Dauphin, Michael Auli, Tengyu Ma
Robust and On-the-Fly Dataset Denoising for Image Classification. ECCV (29) (2020)
Shruti Bhosale, Kyra Yee, Sergey Edunov, Michael Auli
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling. CoRR (2020)
Henry Zhou, Alexei Baevski, Michael Auli
A Comparison of Discrete Latent Variable Models for Speech Representation Learning. CoRR (2020)
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli
On The Evaluation of Machine Translation SystemsTrained With Back-Translation. ACL (2020)
Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela
Reservoir Transformer. CoRR (2020)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Ves Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. CoRR (2020)
Maha Elbayad, Jiatao Gu, Edouard Grave, Michael Auli
Depth-Adaptive Transformer. ICLR (2020)
Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, Michael Auli
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. NeurIPS (2020)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-lingual Representation Learning for Speech Recognition. CoRR (2020)
Kyra Yee, Yann N. Dauphin, Michael Auli
Simple and Effective Noisy Channel Modeling for Neural Machine Translation. EMNLP/IJCNLP (1) (2019)
Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli
wav2vec: Unsupervised Pre-Training for Speech Recognition. INTERSPEECH (2019)
Tianxiao Shen, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
Mixture Models for Diverse Machine Translation: Tricks of the Trade. ICML (2019)
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli
On The Evaluation of Machine Translation Systems Trained With Back-Translation. CoRR (2019)
Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite
Improving Conditioning in Context-Aware Sequence to Sequence Models. CoRR (2019)
Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli
Cloze-driven Pretraining of Self-attention Networks. CoRR (2019)
Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov
Facebook FAIR's WMT19 News Translation Task Submission. CoRR (2019)
Nathan Ng, Kyra Yee, Alexei Baevski, Myle Ott, Michael Auli, Sergey Edunov
Facebook FAIR's WMT19 News Translation Task Submission. WMT (2) (2019)
Dario Pavllo, Christoph Feichtenhofer, David Grangier, Michael Auli
3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training. CVPR (2019)
Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli
Cloze-driven Pretraining of Self-attention Networks. EMNLP/IJCNLP (1) (2019)
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston
Wizard of Wikipedia: Knowledge-Powered Conversational Agents. ICLR (Poster) (2019)
Alexei Baevski, Michael Auli, Abdelrahman Mohamed
Effectiveness of self-supervised pre-training for speech recognition. CoRR (2019)
Felix Wu, Angela Fan, Alexei Baevski, Yann N. Dauphin, Michael Auli
Pay Less Attention with Lightweight and Dynamic Convolutions. ICLR (2019)
Jiajun Shen, Peng-Jen Chen, Matt Le, Junxian He, Jiatao Gu, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
The Source-Target Domain Mismatch Problem in Machine Translation. CoRR (2019)
Sergey Edunov, Alexei Baevski, Michael Auli
Pre-trained language model representations for language generation. NAACL-HLT (1) (2019)
Kyra Yee, Nathan Ng, Yann N. Dauphin, Michael Auli
Simple and Effective Noisy Channel Modeling for Neural Machine Translation. CoRR (2019)
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli
ELI5: Long Form Question Answering. ACL (1) (2019)
Sidak Pal Singh, Angela Fan, Michael Auli
GLOSS: Generative Latent Optimization of Sentence Representations. CoRR (2019)
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli
ELI5: Long Form Question Answering. CoRR (2019)
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
fairseq: A Fast, Extensible Toolkit for Sequence Modeling. NAACL-HLT (Demonstrations) (2019)
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli
fairseq: A Fast, Extensible Toolkit for Sequence Modeling. CoRR (2019)
Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli
wav2vec: Unsupervised Pre-training for Speech Recognition. CoRR (2019)
Alexei Baevski, Steffen Schneider, Michael Auli
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations. CoRR (2019)
Tianxiao Shen, Myle Ott, Michael Auli, Marc'Aurelio Ranzato
Mixture Models for Diverse Machine Translation: Tricks of the Trade. CoRR (2019)
Alexei Baevski, Michael Auli
Adaptive Input Representations for Neural Language Modeling. ICLR (Poster) (2019)
Sergey Edunov, Alexei Baevski, Michael Auli
Pre-trained Language Model Representations for Language Generation. CoRR (2019)
Felix Wu, Angela Fan, Alexei Baevski, Yann N. Dauphin, Michael Auli
Pay Less Attention with Lightweight and Dynamic Convolutions. CoRR (2019)
Maha Elbayad, Jiatao Gu, Edouard Grave, Michael Auli
Depth-Adaptive Transformer. CoRR (2019)
Dario Pavllo, Christoph Feichtenhofer, Michael Auli, David Grangier
Modeling Human Motion with Quaternion-based Neural Networks. CoRR (2019)
Dario Pavllo, Christoph Feichtenhofer, David Grangier, Michael Auli
3D human pose estimation in video with temporal convolutions and semi-supervised training. CoRR (2018)
Dario Pavllo, David Grangier, Michael Auli
QuaterNet: A Quaternion-based Recurrent Model for Human Motion. CoRR (2018)
Angela Fan, David Grangier, Michael Auli
Controllable Abstractive Summarization. NMT@ACL (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Auli